SAP leads: remove duplicate material-master risk before

What this helps you decide

SAP leads: remove duplicate material-master risk before migration pressure peaks.

PartsCleanse AI gives SAP leads a no-integration baseline from a material master export. It identifies duplicate material records, quantifies exposure, and gives business owners a review pack before migration or governance design begins.

Run Free Industrial IQ Snapshot Talk to AI2COE

Who uses itFor SAP Leads and S/4HANA Readiness

Data neededCSV catalog export plus ERP, CMMS, site, cost, and item-master context where available.

Next actionUse the page to align the role-specific decision, then run the right Industrial IQ diagnostic for evidence.

Role-specific questions

What this buyer needs answered before commitment.

When should SAP teams run this?Before S/4HANA design, data migration mock cycles, or master-data governance scope is frozen.

Does it replace SAP MDG?No. It complements governance by proving which duplicate families and data-quality issues require business-owner review first.

What SAP fields help most?MATNR, MAKTX, MEINS, MFRPN, manufacturer, valuation, quantity, plant, and storage-location fields are the strongest starting point.

Buyer committee map

Give every buyer role a clear diagnostic view.

Persona and committee pages show which evidence each owner needs, what output they receive, and how action stays buyer-controlled.

Request Founder-Led Pilot

Financial lens

Review exposure bands, assumptions, limitations, and capital-risk interpretation before action.

Operational lens

See site, stores, maintenance, and procurement signals in one governed diagnostic path.

Technology lens

Confirm source exports, field mapping, security boundaries, and no ERP write-back.

Owner review

Assign findings to accountable owners before remediation or transformation work begins.

Executive review lens

Use this page to decide the next evidence step.

Industrial IQ pages are designed to move enterprise buyers from operating pain to source-backed diagnostic evidence, not to force an immediate platform commitment.

Audience

Finance, operations, procurement, maintenance, reliability, ERP/data, security, and executive sponsors.

Evidence to prepare

Relevant ERP, EAM, CMMS, inventory, procurement, asset, work-order, or readiness exports where available.

Output

A diagnostic route, sample proof format, report evidence, confidence tier, owner review path, or commercial next step.

Trust boundary

Read-only diagnostics, no ERP write-back, source-file purge after report generation, and human review before action.

Explore the 8 diagnostic engines View sample reports Review no ERP write-back Run a Snapshot